| Literature DB >> 34390642 |
Alexandro E Trevino1, Fabian Müller2, Jimena Andersen3, Laksshman Sundaram4, Arwa Kathiria1, Anna Shcherbina5, Kyle Farh6, Howard Y Chang7, Anca M Pașca8, Anshul Kundaje9, Sergiu P Pașca10, William J Greenleaf11.
Abstract
Genetic perturbations of cortical development can lead to neurodevelopmental disease, including autism spectrum disorder (ASD). To identify genomic regions crucial to corticogenesis, we mapped the activity of gene-regulatory elements generating a single-cell atlas of gene expression and chromatin accessibility both independently and jointly. This revealed waves of gene regulation by key transcription factors (TFs) across a nearly continuous differentiation trajectory, distinguished the expression programs of glial lineages, and identified lineage-determining TFs that exhibited strong correlation between linked gene-regulatory elements and expression levels. These highly connected genes adopted an active chromatin state in early differentiating cells, consistent with lineage commitment. Base-pair-resolution neural network models identified strong cell-type-specific enrichment of noncoding mutations predicted to be disruptive in a cohort of ASD individuals and identified frequently disrupted TF binding sites. This approach illustrates how cell-type-specific mapping can provide insights into the programs governing human development and disease.Entities:
Keywords: autism spectrum disoder; development; human cerebral cortex; multiome; single-cell ATAC-seq; single-cell RNA-seq
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Year: 2021 PMID: 34390642 DOI: 10.1016/j.cell.2021.07.039
Source DB: PubMed Journal: Cell ISSN: 0092-8674 Impact factor: 41.582